Kumo, the KumoVision mascot, waving

KumoVision by iits-consulting

Open-source computer vision that stays in Europe.
Label your data, host your models, run the inference. Self-hosted, GDPR-compliant, Apache 2.0.

KumoVision is a set of open-source tools that covers the whole computer vision pipeline, from the first labeled image to a model running as a service. Everything you build with it stays yours: we build on the Hugging Face Hub, with MONAI for medical imaging, so you can take your models and run them without us.

The tools

🏷️ KumoLabel: label thousands of images at once

KumoLabel sorts your images by what's actually in them, so you label a whole cluster in one go instead of clicking through them one by one.

KumoLabel labeling whole clusters of images in embedding space

🎯 KumoTrack: annotate one frame instead of many

Mark an object once, and KumoTrack follows it through the rest of the video. You only step back in where it loses track.

KumoTrack tracking objects across video frames

🔗 KumoFlow: connect models into a pipeline, without code

Connect your models on screen and run them as one pipeline, with whatever you built in the other Kumo tools and with models from the Hub. Deploy it, and it runs as a service the rest of your software can use.

KumoFlow visual pipeline editor with connected inference nodes

Get started

Made in the EU 🇪🇺